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@inproceedings{DBLP:conf/aaai/AimenSMK21,
  author       = {Aroof Aimen and
                  Sahil Sidheekh and
                  Vineet Madan and
                  Narayanan C. Krishnan},
  editor       = {Isabelle Guyon and
                  Jan N. van Rijn and
                  S{\'{e}}bastien Treguer and
                  Joaquin Vanschoren},
  title        = {Stress Testing of Meta-learning Approaches for Few-shot Learning},
  booktitle    = {{AAAI} Workshop on Meta-Learning and MetaDL Challenge, MetaDL@AAAI
                  2021, virtual, February 9, 2021},
  series       = {Proceedings of Machine Learning Research},
  volume       = {140},
  pages        = {38--44},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {https://proceedings.mlr.press/v140/aimen21a.html},
  timestamp    = {Fri, 15 Jul 2022 14:51:04 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/AimenSMK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aaai/AyyadLMAE21,
  author       = {Ahmed Ayyad and
                  Yuchen Li and
                  Raden Muaz and
                  Shadi Albarqouni and
                  Mohamed Elhoseiny},
  editor       = {Isabelle Guyon and
                  Jan N. van Rijn and
                  S{\'{e}}bastien Treguer and
                  Joaquin Vanschoren},
  title        = {Semi-Supervised Few-Shot Learning with Prototypical Random Walks},
  booktitle    = {{AAAI} Workshop on Meta-Learning and MetaDL Challenge, MetaDL@AAAI
                  2021, virtual, February 9, 2021},
  series       = {Proceedings of Machine Learning Research},
  volume       = {140},
  pages        = {45--57},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {https://proceedings.mlr.press/v140/ayyad21a.html},
  timestamp    = {Tue, 22 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/AyyadLMAE21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aaai/BazGLRTV21,
  author       = {Adrian El Baz and
                  Isabelle Guyon and
                  Zhengying Liu and
                  Jan N. van Rijn and
                  S{\'{e}}bastien Treguer and
                  Joaquin Vanschoren},
  editor       = {Isabelle Guyon and
                  Jan N. van Rijn and
                  S{\'{e}}bastien Treguer and
                  Joaquin Vanschoren},
  title        = {Advances in MetaDL: {AAAI} 2021 Challenge and Workshop},
  booktitle    = {{AAAI} Workshop on Meta-Learning and MetaDL Challenge, MetaDL@AAAI
                  2021, virtual, February 9, 2021},
  series       = {Proceedings of Machine Learning Research},
  volume       = {140},
  pages        = {1--16},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {https://proceedings.mlr.press/v140/el-baz21a.html},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/BazGLRTV21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aaai/ChenGW0021,
  author       = {Yudong Chen and
                  Chaoyu Guan and
                  Zhikun Wei and
                  Xin Wang and
                  Wenwu Zhu},
  editor       = {Isabelle Guyon and
                  Jan N. van Rijn and
                  S{\'{e}}bastien Treguer and
                  Joaquin Vanschoren},
  title        = {MetaDelta: {A} Meta-Learning System for Few-shot Image Classification},
  booktitle    = {{AAAI} Workshop on Meta-Learning and MetaDL Challenge, MetaDL@AAAI
                  2021, virtual, February 9, 2021},
  series       = {Proceedings of Machine Learning Research},
  volume       = {140},
  pages        = {17--28},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {https://proceedings.mlr.press/v140/chen21a.html},
  timestamp    = {Tue, 20 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aaai/ChenGW0021.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aaai/ChobolaVK21,
  author       = {Tom{\'{a}}s Chobola and
                  Daniel Vasata and
                  Pavel Kord{\'{\i}}k},
  editor       = {Isabelle Guyon and
                  Jan N. van Rijn and
                  S{\'{e}}bastien Treguer and
                  Joaquin Vanschoren},
  title        = {Transfer learning based few-shot classification using optimal transport
                  mapping from preprocessed latent space of backbone neural network},
  booktitle    = {{AAAI} Workshop on Meta-Learning and MetaDL Challenge, MetaDL@AAAI
                  2021, virtual, February 9, 2021},
  series       = {Proceedings of Machine Learning Research},
  volume       = {140},
  pages        = {29--37},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {https://proceedings.mlr.press/v140/chobola21a.html},
  timestamp    = {Fri, 15 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ChobolaVK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aaai/KashgaraniK21,
  author       = {Haniye Kashgarani and
                  Lars Kotthoff},
  editor       = {Isabelle Guyon and
                  Jan N. van Rijn and
                  S{\'{e}}bastien Treguer and
                  Joaquin Vanschoren},
  title        = {Is Algorithm Selection Worth It? Comparing Selecting Single Algorithms
                  and Parallel Execution},
  booktitle    = {{AAAI} Workshop on Meta-Learning and MetaDL Challenge, MetaDL@AAAI
                  2021, virtual, February 9, 2021},
  series       = {Proceedings of Machine Learning Research},
  volume       = {140},
  pages        = {58--64},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {https://proceedings.mlr.press/v140/kashgarani21a.html},
  timestamp    = {Fri, 15 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/KashgaraniK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aaai/KuoHFWFS21,
  author       = {Nicholas I{-}Hsien Kuo and
                  Mehrtash Harandi and
                  Nicolas Fourrier and
                  Christian Walder and
                  Gabriela Ferraro and
                  Hanna Suominen},
  editor       = {Isabelle Guyon and
                  Jan N. van Rijn and
                  S{\'{e}}bastien Treguer and
                  Joaquin Vanschoren},
  title        = {Learning to Continually Learn Rapidly from Few and Noisy Data},
  booktitle    = {{AAAI} Workshop on Meta-Learning and MetaDL Challenge, MetaDL@AAAI
                  2021, virtual, February 9, 2021},
  series       = {Proceedings of Machine Learning Research},
  volume       = {140},
  pages        = {65--76},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {https://proceedings.mlr.press/v140/kuo21a.html},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/KuoHFWFS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aaai/KvingeNCLPCTAH21,
  author       = {Henry Kvinge and
                  Zachary New and
                  Nico Courts and
                  Jung H. Lee and
                  Lauren A. Phillips and
                  Courtney D. Corley and
                  Aaron Tuor and
                  Andrew Avila and
                  Nathan O. Hodas},
  editor       = {Isabelle Guyon and
                  Jan N. van Rijn and
                  S{\'{e}}bastien Treguer and
                  Joaquin Vanschoren},
  title        = {Fuzzy Simplicial Networks: {A} Topology-Inspired Model to Improve
                  Task Generalization in Few-shot Learning},
  booktitle    = {{AAAI} Workshop on Meta-Learning and MetaDL Challenge, MetaDL@AAAI
                  2021, virtual, February 9, 2021},
  series       = {Proceedings of Machine Learning Research},
  volume       = {140},
  pages        = {77--89},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {https://proceedings.mlr.press/v140/kvinge21a.html},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/KvingeNCLPCTAH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aaai/LeiteB21,
  author       = {Rui Leite and
                  Pavel Brazdil},
  editor       = {Isabelle Guyon and
                  Jan N. van Rijn and
                  S{\'{e}}bastien Treguer and
                  Joaquin Vanschoren},
  title        = {Exploiting Performance-based Similarity between Datasets in Metalearning},
  booktitle    = {{AAAI} Workshop on Meta-Learning and MetaDL Challenge, MetaDL@AAAI
                  2021, virtual, February 9, 2021},
  series       = {Proceedings of Machine Learning Research},
  volume       = {140},
  pages        = {90--99},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {https://proceedings.mlr.press/v140/leite21a.html},
  timestamp    = {Fri, 15 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/LeiteB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aaai/LiuG21,
  author       = {Zhengying Liu and
                  Isabelle Guyon},
  editor       = {Isabelle Guyon and
                  Jan N. van Rijn and
                  S{\'{e}}bastien Treguer and
                  Joaquin Vanschoren},
  title        = {Asymptotic Analysis of Meta-learning as a Recommendation Problem},
  booktitle    = {{AAAI} Workshop on Meta-Learning and MetaDL Challenge, MetaDL@AAAI
                  2021, virtual, February 9, 2021},
  series       = {Proceedings of Machine Learning Research},
  volume       = {140},
  pages        = {100--114},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {https://proceedings.mlr.press/v140/liu21a.html},
  timestamp    = {Fri, 15 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/LiuG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aaai/MajeeAS21,
  author       = {Anay Majee and
                  Kshitij Agrawal and
                  Anbumani Subramanian},
  editor       = {Isabelle Guyon and
                  Jan N. van Rijn and
                  S{\'{e}}bastien Treguer and
                  Joaquin Vanschoren},
  title        = {Few-Shot Learning for Road Object Detection},
  booktitle    = {{AAAI} Workshop on Meta-Learning and MetaDL Challenge, MetaDL@AAAI
                  2021, virtual, February 9, 2021},
  series       = {Proceedings of Machine Learning Research},
  volume       = {140},
  pages        = {115--126},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {https://proceedings.mlr.press/v140/majee21a.html},
  timestamp    = {Fri, 15 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/MajeeAS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aaai/MeskhiRMV21,
  author       = {Mikhail M. Meskhi and
                  Adriano Rivolli and
                  Rafael G. Mantovani and
                  Ricardo Vilalta},
  editor       = {Isabelle Guyon and
                  Jan N. van Rijn and
                  S{\'{e}}bastien Treguer and
                  Joaquin Vanschoren},
  title        = {Learning Abstract Task Representations},
  booktitle    = {{AAAI} Workshop on Meta-Learning and MetaDL Challenge, MetaDL@AAAI
                  2021, virtual, February 9, 2021},
  series       = {Proceedings of Machine Learning Research},
  volume       = {140},
  pages        = {127--137},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {https://proceedings.mlr.press/v140/meskhi21a.html},
  timestamp    = {Fri, 15 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/MeskhiRMV21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aaai/MitchellFM21,
  author       = {Eric Mitchell and
                  Chelsea Finn and
                  Christopher D. Manning},
  editor       = {Isabelle Guyon and
                  Jan N. van Rijn and
                  S{\'{e}}bastien Treguer and
                  Joaquin Vanschoren},
  title        = {Challenges of Acquiring Compositional Inductive Biases via Meta-Learning},
  booktitle    = {{AAAI} Workshop on Meta-Learning and MetaDL Challenge, MetaDL@AAAI
                  2021, virtual, February 9, 2021},
  series       = {Proceedings of Machine Learning Research},
  volume       = {140},
  pages        = {138--148},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {https://proceedings.mlr.press/v140/mitchell21a.html},
  timestamp    = {Fri, 15 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/MitchellFM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@proceedings{DBLP:conf/aaai/2021metadl,
  editor       = {Isabelle Guyon and
                  Jan N. van Rijn and
                  S{\'{e}}bastien Treguer and
                  Joaquin Vanschoren},
  title        = {{AAAI} Workshop on Meta-Learning and MetaDL Challenge, MetaDL@AAAI
                  2021, virtual, February 9, 2021},
  series       = {Proceedings of Machine Learning Research},
  volume       = {140},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {https://proceedings.mlr.press/v140/},
  timestamp    = {Fri, 15 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/2021metadl.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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